Overview
Brought to you by YData
Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 14036 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.3 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Numeric | 24 |
|---|---|
| Categorical | 6 |
| Text | 1 |
authentication_status is highly overall correlated with connection_count and 1 other fields | High correlation |
class is highly overall correlated with connection_status and 5 other fields | High correlation |
connection_count is highly overall correlated with authentication_status and 1 other fields | High correlation |
connection_status is highly overall correlated with class | High correlation |
destination_bytes is highly overall correlated with destination_different_server_rate and 2 other fields | High correlation |
destination_different_server_rate is highly overall correlated with destination_bytes and 2 other fields | High correlation |
destination_host_count is highly overall correlated with destination_same_source_port_rate and 1 other fields | High correlation |
destination_host_server_count is highly overall correlated with destination_bytes and 2 other fields | High correlation |
destination_reset_error_rate is highly overall correlated with destination_server_reset_error_rate and 2 other fields | High correlation |
destination_same_server_rate is highly overall correlated with destination_bytes and 2 other fields | High correlation |
destination_same_source_port_rate is highly overall correlated with destination_host_count | High correlation |
destination_server_different_host_rate is highly overall correlated with destination_host_count | High correlation |
destination_server_reset_error_rate is highly overall correlated with destination_reset_error_rate and 2 other fields | High correlation |
destination_server_syn_error_rate is highly overall correlated with class and 2 other fields | High correlation |
destination_syn_error_rate is highly overall correlated with class and 3 other fields | High correlation |
different_server_rate is highly overall correlated with same_server_rate | High correlation |
guest_login is highly overall correlated with suspicious_activity | High correlation |
protocol is highly overall correlated with authentication_status and 1 other fields | High correlation |
reset_error_rate is highly overall correlated with destination_reset_error_rate and 2 other fields | High correlation |
same_server_rate is highly overall correlated with class and 1 other fields | High correlation |
server_request_count is highly overall correlated with connection_count and 1 other fields | High correlation |
server_reset_error_rate is highly overall correlated with destination_reset_error_rate and 2 other fields | High correlation |
server_syn_error_rate is highly overall correlated with class and 3 other fields | High correlation |
suspicious_activity is highly overall correlated with guest_login | High correlation |
syn_error_rate is highly overall correlated with class and 2 other fields | High correlation |
connection_status is highly imbalanced (81.9%) | Imbalance |
fragment_errors is highly imbalanced (99.5%) | Imbalance |
guest_login is highly imbalanced (90.5%) | Imbalance |
class is highly imbalanced (74.9%) | Imbalance |
compromised_count is highly skewed (γ1 = 46.45181051) | Skewed |
source_bytes is highly skewed (γ1 = 23.3660419) | Skewed |
destination_bytes is highly skewed (γ1 = 63.61840747) | Skewed |
syn_error_rate has 13197 (94.0%) zeros | Zeros |
connection_time has 12418 (88.5%) zeros | Zeros |
destination_same_source_port_rate has 4908 (35.0%) zeros | Zeros |
destination_different_server_rate has 8020 (57.1%) zeros | Zeros |
destination_server_different_host_rate has 7285 (51.9%) zeros | Zeros |
suspicious_activity has 13783 (98.2%) zeros | Zeros |
server_different_host_rate has 9121 (65.0%) zeros | Zeros |
destination_server_syn_error_rate has 12549 (89.4%) zeros | Zeros |
destination_same_server_rate has 286 (2.0%) zeros | Zeros |
compromised_count has 13931 (99.3%) zeros | Zeros |
source_bytes has 1134 (8.1%) zeros | Zeros |
destination_syn_error_rate has 12408 (88.4%) zeros | Zeros |
reset_error_rate has 13294 (94.7%) zeros | Zeros |
destination_server_reset_error_rate has 12691 (90.4%) zeros | Zeros |
server_reset_error_rate has 13215 (94.2%) zeros | Zeros |
server_syn_error_rate has 13194 (94.0%) zeros | Zeros |
destination_bytes has 2728 (19.4%) zeros | Zeros |
destination_reset_error_rate has 12461 (88.8%) zeros | Zeros |
different_server_rate has 12652 (90.1%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-17 22:24:59.221635 |
|---|---|
| Analysis finished | 2025-03-17 22:25:45.936529 |
| Duration | 46.71 seconds |
| Software version | ydata-profiling vv4.14.0 |
| Download configuration | config.json |
Variables
syn_error_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.039788401 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 13197 |
| Zeros (%) | 94.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.17 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.18339176 |
|---|---|
| Coefficient of variation (CV) | 4.6091764 |
| Kurtosis | 21.607989 |
| Mean | 0.039788401 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.7810569 |
| Sum | 558.47 |
| Variance | 0.033632538 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13197 | |
| 1 | 437 | 3.1% |
| 0.5 | 117 | 0.8% |
| 0.33 | 47 | 0.3% |
| 0.25 | 40 | 0.3% |
| 0.05 | 29 | 0.2% |
| 0.2 | 26 | 0.2% |
| 0.17 | 20 | 0.1% |
| 0.06 | 18 | 0.1% |
| 0.07 | 14 | 0.1% |
| Other values (24) | 91 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 13197 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 4 | < 0.1% |
| 0.03 | 8 | 0.1% |
| 0.04 | 13 | 0.1% |
| 0.05 | 29 | 0.2% |
| 0.06 | 18 | 0.1% |
| 0.07 | 14 | 0.1% |
| 0.08 | 10 | 0.1% |
| 0.09 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 437 | |
| 0.99 | 9 | 0.1% |
| 0.98 | 2 | < 0.1% |
| 0.97 | 1 | < 0.1% |
| 0.96 | 1 | < 0.1% |
| 0.95 | 1 | < 0.1% |
| 0.9 | 2 | < 0.1% |
| 0.78 | 1 | < 0.1% |
| 0.77 | 1 | < 0.1% |
| 0.75 | 2 | < 0.1% |
connection_time
Real number (ℝ)
Zeros 
| Distinct | 526 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 184.19129 |
| Minimum | 0 |
|---|---|
| Maximum | 41476 |
| Zeros | 12418 |
| Zeros (%) | 88.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 23 |
| Maximum | 41476 |
| Range | 41476 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1448.6041 |
|---|---|
| Coefficient of variation (CV) | 7.8646718 |
| Kurtosis | 202.93672 |
| Mean | 184.19129 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.143431 |
| Sum | 2585309 |
| Variance | 2098453.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12418 | |
| 1 | 316 | 2.3% |
| 2 | 141 | 1.0% |
| 3 | 86 | 0.6% |
| 4 | 58 | 0.4% |
| 5 | 57 | 0.4% |
| 28 | 38 | 0.3% |
| 27 | 38 | 0.3% |
| 6 | 32 | 0.2% |
| 7 | 23 | 0.2% |
| Other values (516) | 829 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 12418 | |
| 1 | 316 | 2.3% |
| 2 | 141 | 1.0% |
| 3 | 86 | 0.6% |
| 4 | 58 | 0.4% |
| 5 | 57 | 0.4% |
| 6 | 32 | 0.2% |
| 7 | 23 | 0.2% |
| 8 | 14 | 0.1% |
| 9 | 19 | 0.1% |
| Value | Count | Frequency (%) |
| 41476 | 1 | |
| 38818 | 1 | |
| 37072 | 1 | |
| 29053 | 1 | |
| 26525 | 1 | |
| 26090 | 1 | |
| 25420 | 1 | |
| 23120 | 1 | |
| 20252 | 2 | |
| 19759 | 1 |
destination_same_source_port_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12231476 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 4908 |
| Zeros (%) | 35.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.01 |
| Q3 | 0.08 |
| 95-th percentile | 0.94 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.25743254 |
|---|---|
| Coefficient of variation (CV) | 2.1046727 |
| Kurtosis | 5.2379736 |
| Mean | 0.12231476 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 2.5219937 |
| Sum | 1716.81 |
| Variance | 0.066271514 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4908 | |
| 0.01 | 3040 | |
| 0.02 | 942 | 6.7% |
| 0.03 | 564 | 4.0% |
| 1 | 545 | 3.9% |
| 0.04 | 402 | 2.9% |
| 0.05 | 281 | 2.0% |
| 0.08 | 208 | 1.5% |
| 0.5 | 205 | 1.5% |
| 0.06 | 198 | 1.4% |
| Other values (91) | 2743 |
| Value | Count | Frequency (%) |
| 0 | 4908 | |
| 0.01 | 3040 | |
| 0.02 | 942 | 6.7% |
| 0.03 | 564 | 4.0% |
| 0.04 | 402 | 2.9% |
| 0.05 | 281 | 2.0% |
| 0.06 | 198 | 1.4% |
| 0.07 | 173 | 1.2% |
| 0.08 | 208 | 1.5% |
| 0.09 | 128 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 545 | |
| 0.99 | 18 | 0.1% |
| 0.98 | 34 | 0.2% |
| 0.97 | 25 | 0.2% |
| 0.96 | 31 | 0.2% |
| 0.95 | 47 | 0.3% |
| 0.94 | 11 | 0.1% |
| 0.93 | 27 | 0.2% |
| 0.92 | 11 | 0.1% |
| 0.91 | 24 | 0.2% |
destination_different_server_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 97 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.044255486 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 8020 |
| Zeros (%) | 57.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.02 |
| 95-th percentile | 0.23 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.02 |
Descriptive statistics
| Standard deviation | 0.13523304 |
|---|---|
| Coefficient of variation (CV) | 3.055735 |
| Kurtosis | 20.800039 |
| Mean | 0.044255486 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.4891412 |
| Sum | 621.17 |
| Variance | 0.018287974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8020 | |
| 0.01 | 1740 | 12.4% |
| 0.02 | 879 | 6.3% |
| 0.03 | 634 | 4.5% |
| 0.04 | 389 | 2.8% |
| 0.07 | 355 | 2.5% |
| 0.05 | 322 | 2.3% |
| 0.06 | 296 | 2.1% |
| 0.08 | 186 | 1.3% |
| 0.09 | 127 | 0.9% |
| Other values (87) | 1088 | 7.8% |
| Value | Count | Frequency (%) |
| 0 | 8020 | |
| 0.01 | 1740 | 12.4% |
| 0.02 | 879 | 6.3% |
| 0.03 | 634 | 4.5% |
| 0.04 | 389 | 2.8% |
| 0.05 | 322 | 2.3% |
| 0.06 | 296 | 2.1% |
| 0.07 | 355 | 2.5% |
| 0.08 | 186 | 1.3% |
| 0.09 | 127 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 32 | |
| 0.98 | 1 | < 0.1% |
| 0.97 | 3 | < 0.1% |
| 0.96 | 1 | < 0.1% |
| 0.95 | 2 | < 0.1% |
| 0.94 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 0.89 | 1 | < 0.1% |
| 0.88 | 1 | < 0.1% |
| 0.87 | 6 | < 0.1% |
connection_status
Categorical
High correlation  Imbalance 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 109.8 KiB |
| SF | |
|---|---|
| REJ | 591 |
| S0 | 439 |
| S1 | 86 |
| RSTO | 58 |
| Other values (5) | 81 |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.0574238 |
| Min length | 2 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | SF |
|---|---|
| 2nd row | S0 |
| 3rd row | S0 |
| 4th row | S0 |
| 5th row | S0 |
Common Values
| Value | Count | Frequency (%) |
| SF | 12781 | |
| REJ | 591 | 4.2% |
| S0 | 439 | 3.1% |
| S1 | 86 | 0.6% |
| RSTO | 58 | 0.4% |
| RSTR | 47 | 0.3% |
| S2 | 17 | 0.1% |
| S3 | 15 | 0.1% |
| RSTOS0 | 1 | < 0.1% |
| OTH | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sf | 12781 | |
| rej | 591 | 4.2% |
| s0 | 439 | 3.1% |
| s1 | 86 | 0.6% |
| rsto | 58 | 0.4% |
| rstr | 47 | 0.3% |
| s2 | 17 | 0.1% |
| s3 | 15 | 0.1% |
| rstos0 | 1 | < 0.1% |
| oth | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 13445 | |
| F | 12781 | |
| R | 744 | 2.6% |
| E | 591 | 2.0% |
| J | 591 | 2.0% |
| 0 | 440 | 1.5% |
| T | 107 | 0.4% |
| 1 | 86 | 0.3% |
| O | 60 | 0.2% |
| 2 | 17 | 0.1% |
| Other values (2) | 16 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 28878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 13445 | |
| F | 12781 | |
| R | 744 | 2.6% |
| E | 591 | 2.0% |
| J | 591 | 2.0% |
| 0 | 440 | 1.5% |
| T | 107 | 0.4% |
| 1 | 86 | 0.3% |
| O | 60 | 0.2% |
| 2 | 17 | 0.1% |
| Other values (2) | 16 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 28878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 13445 | |
| F | 12781 | |
| R | 744 | 2.6% |
| E | 591 | 2.0% |
| J | 591 | 2.0% |
| 0 | 440 | 1.5% |
| T | 107 | 0.4% |
| 1 | 86 | 0.3% |
| O | 60 | 0.2% |
| 2 | 17 | 0.1% |
| Other values (2) | 16 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 28878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 13445 | |
| F | 12781 | |
| R | 744 | 2.6% |
| E | 591 | 2.0% |
| J | 591 | 2.0% |
| 0 | 440 | 1.5% |
| T | 107 | 0.4% |
| 1 | 86 | 0.3% |
| O | 60 | 0.2% |
| 2 | 17 | 0.1% |
| Other values (2) | 16 | 0.1% |
connection_count
Real number (ℝ)
High correlation 
| Distinct | 361 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.048019 |
| Minimum | 1 |
|---|---|
| Maximum | 511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 5 |
| Q3 | 15 |
| 95-th percentile | 181 |
| Maximum | 511 |
| Range | 510 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 63.798968 |
|---|---|
| Coefficient of variation (CV) | 2.2746336 |
| Kurtosis | 13.888828 |
| Mean | 28.048019 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 3.4706852 |
| Sum | 393682 |
| Variance | 4070.3083 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4183 | |
| 2 | 1483 | 10.6% |
| 3 | 706 | 5.0% |
| 4 | 622 | 4.4% |
| 5 | 545 | 3.9% |
| 7 | 445 | 3.2% |
| 6 | 443 | 3.2% |
| 8 | 369 | 2.6% |
| 9 | 314 | 2.2% |
| 10 | 287 | 2.0% |
| Other values (351) | 4639 |
| Value | Count | Frequency (%) |
| 1 | 4183 | |
| 2 | 1483 | 10.6% |
| 3 | 706 | 5.0% |
| 4 | 622 | 4.4% |
| 5 | 545 | 3.9% |
| 6 | 443 | 3.2% |
| 7 | 445 | 3.2% |
| 8 | 369 | 2.6% |
| 9 | 314 | 2.2% |
| 10 | 287 | 2.0% |
| Value | Count | Frequency (%) |
| 511 | 21 | |
| 510 | 1 | < 0.1% |
| 509 | 1 | < 0.1% |
| 500 | 2 | < 0.1% |
| 497 | 1 | < 0.1% |
| 496 | 1 | < 0.1% |
| 492 | 1 | < 0.1% |
| 489 | 1 | < 0.1% |
| 487 | 1 | < 0.1% |
| 484 | 1 | < 0.1% |
destination_server_different_host_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.025828584 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 7285 |
| Zeros (%) | 51.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.03 |
| 95-th percentile | 0.1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.03 |
Descriptive statistics
| Standard deviation | 0.071389818 |
|---|---|
| Coefficient of variation (CV) | 2.763985 |
| Kurtosis | 81.523541 |
| Mean | 0.025828584 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.726367 |
| Sum | 362.53 |
| Variance | 0.0050965061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7285 | |
| 0.02 | 1601 | 11.4% |
| 0.01 | 1452 | 10.3% |
| 0.03 | 942 | 6.7% |
| 0.04 | 844 | 6.0% |
| 0.05 | 600 | 4.3% |
| 0.06 | 255 | 1.8% |
| 0.07 | 202 | 1.4% |
| 0.08 | 82 | 0.6% |
| 0.09 | 66 | 0.5% |
| Other values (48) | 707 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 7285 | |
| 0.01 | 1452 | 10.3% |
| 0.02 | 1601 | 11.4% |
| 0.03 | 942 | 6.7% |
| 0.04 | 844 | 6.0% |
| 0.05 | 600 | 4.3% |
| 0.06 | 255 | 1.8% |
| 0.07 | 202 | 1.4% |
| 0.08 | 82 | 0.6% |
| 0.09 | 66 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 0.86 | 1 | < 0.1% |
| 0.75 | 3 | < 0.1% |
| 0.67 | 11 | 0.1% |
| 0.6 | 3 | < 0.1% |
| 0.57 | 1 | < 0.1% |
| 0.55 | 1 | < 0.1% |
| 0.52 | 1 | < 0.1% |
| 0.51 | 6 | < 0.1% |
| 0.5 | 31 |
suspicious_activity
Real number (ℝ)
High correlation  Zeros 
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22128812 |
| Minimum | 0 |
|---|---|
| Maximum | 77 |
| Zeros | 13783 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 77 |
| Range | 77 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.3277677 |
|---|---|
| Coefficient of variation (CV) | 10.519172 |
| Kurtosis | 208.53121 |
| Mean | 0.22128812 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.125878 |
| Sum | 3106 |
| Variance | 5.4185023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13783 | |
| 30 | 55 | 0.4% |
| 1 | 44 | 0.3% |
| 2 | 35 | 0.2% |
| 4 | 33 | 0.2% |
| 6 | 25 | 0.2% |
| 22 | 13 | 0.1% |
| 5 | 12 | 0.1% |
| 24 | 9 | 0.1% |
| 19 | 8 | 0.1% |
| Other values (10) | 19 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 13783 | |
| 1 | 44 | 0.3% |
| 2 | 35 | 0.2% |
| 3 | 3 | < 0.1% |
| 4 | 33 | 0.2% |
| 5 | 12 | 0.1% |
| 6 | 25 | 0.2% |
| 7 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 77 | 1 | < 0.1% |
| 30 | 55 | |
| 28 | 2 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 9 | 0.1% |
| 22 | 13 | 0.1% |
| 19 | 8 | 0.1% |
| 18 | 5 | < 0.1% |
| 17 | 1 | < 0.1% |
| 14 | 3 | < 0.1% |
protocol
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 109.8 KiB |
| tcp | |
|---|---|
| udp | |
| icmp | 323 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0230123 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | tcp |
|---|---|
| 2nd row | tcp |
| 3rd row | tcp |
| 4th row | tcp |
| 5th row | tcp |
Common Values
| Value | Count | Frequency (%) |
| tcp | 11179 | |
| udp | 2534 | 18.1% |
| icmp | 323 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| tcp | 11179 | |
| udp | 2534 | 18.1% |
| icmp | 323 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 14036 | |
| c | 11502 | |
| t | 11179 | |
| u | 2534 | 6.0% |
| d | 2534 | 6.0% |
| i | 323 | 0.8% |
| m | 323 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 42431 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| p | 14036 | |
| c | 11502 | |
| t | 11179 | |
| u | 2534 | 6.0% |
| d | 2534 | 6.0% |
| i | 323 | 0.8% |
| m | 323 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 42431 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| p | 14036 | |
| c | 11502 | |
| t | 11179 | |
| u | 2534 | 6.0% |
| d | 2534 | 6.0% |
| i | 323 | 0.8% |
| m | 323 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 42431 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| p | 14036 | |
| c | 11502 | |
| t | 11179 | |
| u | 2534 | 6.0% |
| d | 2534 | 6.0% |
| i | 323 | 0.8% |
| m | 323 | 0.8% |
server_different_host_rate
Real number (ℝ)
Zeros 
| Distinct | 57 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12214377 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9121 |
| Zeros (%) | 65.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.26655653 |
|---|---|
| Coefficient of variation (CV) | 2.1823178 |
| Kurtosis | 5.065251 |
| Mean | 0.12214377 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.4876787 |
| Sum | 1714.41 |
| Variance | 0.071052383 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9121 | |
| 1 | 895 | 6.4% |
| 0.01 | 586 | 4.2% |
| 0.67 | 193 | 1.4% |
| 0.5 | 172 | 1.2% |
| 0.12 | 169 | 1.2% |
| 0.25 | 162 | 1.2% |
| 0.33 | 159 | 1.1% |
| 0.02 | 153 | 1.1% |
| 0.11 | 138 | 1.0% |
| Other values (47) | 2288 | 16.3% |
| Value | Count | Frequency (%) |
| 0 | 9121 | |
| 0.01 | 586 | 4.2% |
| 0.02 | 153 | 1.1% |
| 0.03 | 40 | 0.3% |
| 0.04 | 39 | 0.3% |
| 0.05 | 59 | 0.4% |
| 0.06 | 115 | 0.8% |
| 0.07 | 109 | 0.8% |
| 0.08 | 124 | 0.9% |
| 0.09 | 111 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 895 | |
| 0.88 | 1 | < 0.1% |
| 0.83 | 1 | < 0.1% |
| 0.8 | 14 | 0.1% |
| 0.75 | 53 | 0.4% |
| 0.71 | 3 | < 0.1% |
| 0.67 | 193 | 1.4% |
| 0.62 | 3 | < 0.1% |
| 0.6 | 39 | 0.3% |
| 0.57 | 7 | < 0.1% |
destination_server_syn_error_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.032571958 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 12549 |
| Zeros (%) | 89.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.02 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.16848298 |
|---|---|
| Coefficient of variation (CV) | 5.1726392 |
| Kurtosis | 27.304873 |
| Mean | 0.032571958 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.3695683 |
| Sum | 457.18 |
| Variance | 0.028386516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12549 | |
| 0.01 | 726 | 5.2% |
| 1 | 358 | 2.6% |
| 0.02 | 122 | 0.9% |
| 0.03 | 25 | 0.2% |
| 0.08 | 15 | 0.1% |
| 0.06 | 13 | 0.1% |
| 0.12 | 13 | 0.1% |
| 0.07 | 12 | 0.1% |
| 0.04 | 12 | 0.1% |
| Other values (67) | 191 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 12549 | |
| 0.01 | 726 | 5.2% |
| 0.02 | 122 | 0.9% |
| 0.03 | 25 | 0.2% |
| 0.04 | 12 | 0.1% |
| 0.05 | 11 | 0.1% |
| 0.06 | 13 | 0.1% |
| 0.07 | 12 | 0.1% |
| 0.08 | 15 | 0.1% |
| 0.09 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 358 | |
| 0.98 | 1 | < 0.1% |
| 0.97 | 3 | < 0.1% |
| 0.96 | 4 | < 0.1% |
| 0.95 | 3 | < 0.1% |
| 0.94 | 3 | < 0.1% |
| 0.93 | 1 | < 0.1% |
| 0.92 | 3 | < 0.1% |
| 0.91 | 2 | < 0.1% |
| 0.9 | 1 | < 0.1% |
destination_host_server_count
Real number (ℝ)
High correlation 
| Distinct | 256 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 182.67875 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 93 |
| median | 254 |
| Q3 | 255 |
| 95-th percentile | 255 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 162 |
Descriptive statistics
| Standard deviation | 97.214193 |
|---|---|
| Coefficient of variation (CV) | 0.53215927 |
| Kurtosis | -0.9576603 |
| Mean | 182.67875 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.8727688 |
| Sum | 2564079 |
| Variance | 9450.5993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 6912 | |
| 254 | 438 | 3.1% |
| 1 | 414 | 2.9% |
| 2 | 258 | 1.8% |
| 3 | 140 | 1.0% |
| 4 | 96 | 0.7% |
| 253 | 90 | 0.6% |
| 5 | 86 | 0.6% |
| 251 | 80 | 0.6% |
| 7 | 74 | 0.5% |
| Other values (246) | 5448 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 414 | |
| 2 | 258 | |
| 3 | 140 | 1.0% |
| 4 | 96 | 0.7% |
| 5 | 86 | 0.6% |
| 6 | 67 | 0.5% |
| 7 | 74 | 0.5% |
| 8 | 72 | 0.5% |
| 9 | 59 | 0.4% |
| Value | Count | Frequency (%) |
| 255 | 6912 | |
| 254 | 438 | 3.1% |
| 253 | 90 | 0.6% |
| 252 | 33 | 0.2% |
| 251 | 80 | 0.6% |
| 250 | 65 | 0.5% |
| 249 | 37 | 0.3% |
| 248 | 40 | 0.3% |
| 247 | 54 | 0.4% |
| 246 | 45 | 0.3% |
destination_same_server_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.78395483 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 286 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.02 |
| Q1 | 0.6475 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.3525 |
Descriptive statistics
| Standard deviation | 0.34834584 |
|---|---|
| Coefficient of variation (CV) | 0.44434427 |
| Kurtosis | 0.063205416 |
| Mean | 0.78395483 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.3121883 |
| Sum | 11003.59 |
| Variance | 0.12134482 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 8435 | |
| 0.01 | 358 | 2.6% |
| 0 | 286 | 2.0% |
| 0.98 | 168 | 1.2% |
| 0.02 | 166 | 1.2% |
| 0.96 | 155 | 1.1% |
| 0.04 | 125 | 0.9% |
| 0.95 | 122 | 0.9% |
| 0.99 | 121 | 0.9% |
| 0.03 | 119 | 0.8% |
| Other values (91) | 3981 |
| Value | Count | Frequency (%) |
| 0 | 286 | |
| 0.01 | 358 | |
| 0.02 | 166 | |
| 0.03 | 119 | 0.8% |
| 0.04 | 125 | 0.9% |
| 0.05 | 115 | 0.8% |
| 0.06 | 88 | 0.6% |
| 0.07 | 92 | 0.7% |
| 0.08 | 67 | 0.5% |
| 0.09 | 68 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 8435 | |
| 0.99 | 121 | 0.9% |
| 0.98 | 168 | 1.2% |
| 0.97 | 98 | 0.7% |
| 0.96 | 155 | 1.1% |
| 0.95 | 122 | 0.9% |
| 0.94 | 82 | 0.6% |
| 0.93 | 78 | 0.6% |
| 0.92 | 70 | 0.5% |
| 0.91 | 65 | 0.5% |
fragment_errors
Categorical
Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 109.8 KiB |
| 0 | |
|---|---|
| 3 | 7 |
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14028 | |
| 3 | 7 | < 0.1% |
| 1 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14028 | |
| 3 | 7 | < 0.1% |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14028 | |
| 3 | 7 | < 0.1% |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14036 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14028 | |
| 3 | 7 | < 0.1% |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14036 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14028 | |
| 3 | 7 | < 0.1% |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14036 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 14028 | |
| 3 | 7 | < 0.1% |
| 1 | 1 | < 0.1% |
compromised_count
Real number (ℝ)
Skewed  Zeros 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.39334568 |
| Minimum | 0 |
|---|---|
| Maximum | 884 |
| Zeros | 13931 |
| Zeros (%) | 99.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 884 |
| Range | 884 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 13.949886 |
|---|---|
| Coefficient of variation (CV) | 35.464698 |
| Kurtosis | 2404.8145 |
| Mean | 0.39334568 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 46.451811 |
| Sum | 5521 |
| Variance | 194.59931 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13931 | |
| 1 | 33 | 0.2% |
| 2 | 20 | 0.1% |
| 4 | 10 | 0.1% |
| 3 | 7 | < 0.1% |
| 6 | 7 | < 0.1% |
| 5 | 5 | < 0.1% |
| 7 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| 151 | 2 | < 0.1% |
| Other values (17) | 17 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 13931 | |
| 1 | 33 | 0.2% |
| 2 | 20 | 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 10 | 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 7 | < 0.1% |
| 7 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 884 | 1 | |
| 789 | 1 | |
| 558 | 1 | |
| 520 | 1 | |
| 462 | 1 | |
| 457 | 1 | |
| 371 | 1 | |
| 217 | 1 | |
| 193 | 1 | |
| 157 | 1 |
source_bytes
Real number (ℝ)
Skewed  Zeros 
| Distinct | 1626 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11341.808 |
| Minimum | 0 |
|---|---|
| Maximum | 7665876 |
| Zeros | 1134 |
| Zeros (%) | 8.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 78 |
| median | 229 |
| Q3 | 323 |
| 95-th percentile | 2225 |
| Maximum | 7665876 |
| Range | 7665876 |
| Interquartile range (IQR) | 245 |
Descriptive statistics
| Standard deviation | 169682.17 |
|---|---|
| Coefficient of variation (CV) | 14.960769 |
| Kurtosis | 739.49805 |
| Mean | 11341.808 |
| Median Absolute Deviation (MAD) | 103 |
| Skewness | 23.366042 |
| Sum | 1.5919362 × 108 |
| Variance | 2.8792038 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1134 | 8.1% |
| 44 | 464 | 3.3% |
| 45 | 416 | 3.0% |
| 46 | 284 | 2.0% |
| 43 | 231 | 1.6% |
| 147 | 210 | 1.5% |
| 105 | 204 | 1.5% |
| 42 | 156 | 1.1% |
| 146 | 130 | 0.9% |
| 30 | 130 | 0.9% |
| Other values (1616) | 10677 |
| Value | Count | Frequency (%) |
| 0 | 1134 | |
| 1 | 24 | 0.2% |
| 5 | 1 | < 0.1% |
| 6 | 16 | 0.1% |
| 7 | 26 | 0.2% |
| 8 | 66 | 0.5% |
| 9 | 39 | 0.3% |
| 10 | 32 | 0.2% |
| 11 | 14 | 0.1% |
| 12 | 45 | 0.3% |
| Value | Count | Frequency (%) |
| 7665876 | 1 | < 0.1% |
| 7248552 | 1 | < 0.1% |
| 5131424 | 1 | < 0.1% |
| 5097472 | 1 | < 0.1% |
| 2280318 | 1 | < 0.1% |
| 2194620 | 2 | < 0.1% |
| 2194619 | 44 | |
| 2187080 | 1 | < 0.1% |
| 1519900 | 1 | < 0.1% |
| 1126224 | 1 | < 0.1% |
service_type
Text
| Distinct | 62 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 109.8 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 4 |
| Mean length | 5.0228698 |
| Min length | 3 |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | http |
|---|---|
| 2nd row | link |
| 3rd row | bgp |
| 4th row | ctf |
| 5th row | iso_tsap |
| Value | Count | Frequency (%) |
| http | 7588 | |
| domain_u | 1817 | 12.9% |
| smtp | 1391 | 9.9% |
| ftp_data | 1022 | 7.3% |
| other | 533 | 3.8% |
| private | 405 | 2.9% |
| telnet | 224 | 1.6% |
| ftp | 186 | 1.3% |
| eco_i | 134 | 1.0% |
| finger | 129 | 0.9% |
| Other values (52) | 607 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 20400 | |
| p | 10909 | |
| h | 8217 | |
| a | 4387 | 6.2% |
| m | 3287 | 4.7% |
| _ | 3278 | 4.6% |
| d | 2886 | 4.1% |
| i | 2778 | 3.9% |
| o | 2596 | 3.7% |
| n | 2287 | 3.2% |
| Other values (28) | 9476 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 70501 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 20400 | |
| p | 10909 | |
| h | 8217 | |
| a | 4387 | 6.2% |
| m | 3287 | 4.7% |
| _ | 3278 | 4.6% |
| d | 2886 | 4.1% |
| i | 2778 | 3.9% |
| o | 2596 | 3.7% |
| n | 2287 | 3.2% |
| Other values (28) | 9476 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 70501 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 20400 | |
| p | 10909 | |
| h | 8217 | |
| a | 4387 | 6.2% |
| m | 3287 | 4.7% |
| _ | 3278 | 4.6% |
| d | 2886 | 4.1% |
| i | 2778 | 3.9% |
| o | 2596 | 3.7% |
| n | 2287 | 3.2% |
| Other values (28) | 9476 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 70501 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 20400 | |
| p | 10909 | |
| h | 8217 | |
| a | 4387 | 6.2% |
| m | 3287 | 4.7% |
| _ | 3278 | 4.6% |
| d | 2886 | 4.1% |
| i | 2778 | 3.9% |
| o | 2596 | 3.7% |
| n | 2287 | 3.2% |
| Other values (28) | 9476 |
destination_syn_error_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.039906669 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 12408 |
| Zeros (%) | 88.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.18089257 |
|---|---|
| Coefficient of variation (CV) | 4.5328908 |
| Kurtosis | 21.345742 |
| Mean | 0.039906669 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.7562102 |
| Sum | 560.13 |
| Variance | 0.032722122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12408 | |
| 0.01 | 573 | 4.1% |
| 1 | 360 | 2.6% |
| 0.02 | 148 | 1.1% |
| 0.03 | 72 | 0.5% |
| 0.04 | 38 | 0.3% |
| 0.05 | 31 | 0.2% |
| 0.25 | 21 | 0.1% |
| 0.33 | 20 | 0.1% |
| 0.5 | 19 | 0.1% |
| Other values (88) | 346 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 12408 | |
| 0.01 | 573 | 4.1% |
| 0.02 | 148 | 1.1% |
| 0.03 | 72 | 0.5% |
| 0.04 | 38 | 0.3% |
| 0.05 | 31 | 0.2% |
| 0.06 | 15 | 0.1% |
| 0.07 | 16 | 0.1% |
| 0.08 | 14 | 0.1% |
| 0.09 | 14 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 360 | |
| 0.99 | 11 | 0.1% |
| 0.98 | 4 | < 0.1% |
| 0.97 | 2 | < 0.1% |
| 0.96 | 4 | < 0.1% |
| 0.95 | 4 | < 0.1% |
| 0.94 | 4 | < 0.1% |
| 0.93 | 8 | 0.1% |
| 0.92 | 2 | < 0.1% |
| 0.91 | 1 | < 0.1% |
same_server_rate
Real number (ℝ)
High correlation 
| Distinct | 66 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.94019023 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 33 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.21191794 |
|---|---|
| Coefficient of variation (CV) | 0.225399 |
| Kurtosis | 10.595766 |
| Mean | 0.94019023 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.4703241 |
| Sum | 13196.51 |
| Variance | 0.044909212 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 12764 | |
| 0.5 | 236 | 1.7% |
| 0.99 | 142 | 1.0% |
| 0.33 | 85 | 0.6% |
| 0.2 | 68 | 0.5% |
| 0.01 | 53 | 0.4% |
| 0.25 | 51 | 0.4% |
| 0.05 | 48 | 0.3% |
| 0.07 | 48 | 0.3% |
| 0.04 | 46 | 0.3% |
| Other values (56) | 495 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 0.01 | 53 | |
| 0.02 | 35 | |
| 0.03 | 33 | |
| 0.04 | 46 | |
| 0.05 | 48 | |
| 0.06 | 33 | |
| 0.07 | 48 | |
| 0.08 | 41 | |
| 0.09 | 23 |
| Value | Count | Frequency (%) |
| 1 | 12764 | |
| 0.99 | 142 | 1.0% |
| 0.98 | 8 | 0.1% |
| 0.97 | 5 | < 0.1% |
| 0.96 | 3 | < 0.1% |
| 0.95 | 1 | < 0.1% |
| 0.94 | 1 | < 0.1% |
| 0.93 | 1 | < 0.1% |
| 0.92 | 2 | < 0.1% |
| 0.9 | 1 | < 0.1% |
reset_error_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.048265175 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 13294 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.25 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.21109102 |
|---|---|
| Coefficient of variation (CV) | 4.3735679 |
| Kurtosis | 15.883533 |
| Mean | 0.048265175 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.2133109 |
| Sum | 677.45 |
| Variance | 0.04455942 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13294 | |
| 1 | 618 | 4.4% |
| 0.5 | 18 | 0.1% |
| 0.33 | 9 | 0.1% |
| 0.67 | 5 | < 0.1% |
| 0.25 | 5 | < 0.1% |
| 0.92 | 4 | < 0.1% |
| 0.75 | 4 | < 0.1% |
| 0.02 | 4 | < 0.1% |
| 0.93 | 4 | < 0.1% |
| Other values (37) | 71 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 13294 | |
| 0.02 | 4 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 3 | < 0.1% |
| 0.05 | 3 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.07 | 4 | < 0.1% |
| 0.08 | 3 | < 0.1% |
| 0.09 | 1 | < 0.1% |
| 0.1 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 618 | |
| 0.95 | 2 | < 0.1% |
| 0.94 | 3 | < 0.1% |
| 0.93 | 4 | < 0.1% |
| 0.92 | 4 | < 0.1% |
| 0.91 | 3 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 0.88 | 1 | < 0.1% |
| 0.85 | 1 | < 0.1% |
| 0.84 | 1 | < 0.1% |
server_request_count
Real number (ℝ)
High correlation 
| Distinct | 345 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.400328 |
| Minimum | 1 |
|---|---|
| Maximum | 511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 6 |
| Q3 | 18 |
| 95-th percentile | 168 |
| Maximum | 511 |
| Range | 510 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 60.297916 |
|---|---|
| Coefficient of variation (CV) | 2.2006275 |
| Kurtosis | 12.951508 |
| Mean | 27.400328 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 3.3989575 |
| Sum | 384591 |
| Variance | 3635.8387 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3441 | |
| 2 | 1654 | 11.8% |
| 3 | 732 | 5.2% |
| 4 | 597 | 4.3% |
| 5 | 472 | 3.4% |
| 6 | 425 | 3.0% |
| 7 | 419 | 3.0% |
| 8 | 381 | 2.7% |
| 9 | 331 | 2.4% |
| 11 | 309 | 2.2% |
| Other values (335) | 5275 |
| Value | Count | Frequency (%) |
| 1 | 3441 | |
| 2 | 1654 | |
| 3 | 732 | 5.2% |
| 4 | 597 | 4.3% |
| 5 | 472 | 3.4% |
| 6 | 425 | 3.0% |
| 7 | 419 | 3.0% |
| 8 | 381 | 2.7% |
| 9 | 331 | 2.4% |
| 10 | 297 | 2.1% |
| Value | Count | Frequency (%) |
| 511 | 11 | |
| 510 | 1 | < 0.1% |
| 497 | 1 | < 0.1% |
| 496 | 1 | < 0.1% |
| 489 | 1 | < 0.1% |
| 487 | 1 | < 0.1% |
| 484 | 1 | < 0.1% |
| 467 | 1 | < 0.1% |
| 456 | 1 | < 0.1% |
| 442 | 1 | < 0.1% |
destination_server_reset_error_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 99 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.048468225 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 12691 |
| Zeros (%) | 90.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.4825 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.20033984 |
|---|---|
| Coefficient of variation (CV) | 4.1334264 |
| Kurtosis | 15.957109 |
| Mean | 0.048468225 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1795863 |
| Sum | 680.3 |
| Variance | 0.04013605 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12691 | |
| 1 | 337 | 2.4% |
| 0.01 | 218 | 1.6% |
| 0.02 | 94 | 0.7% |
| 0.03 | 63 | 0.4% |
| 0.04 | 43 | 0.3% |
| 0.99 | 33 | 0.2% |
| 0.05 | 33 | 0.2% |
| 0.98 | 30 | 0.2% |
| 0.97 | 19 | 0.1% |
| Other values (89) | 475 | 3.4% |
| Value | Count | Frequency (%) |
| 0 | 12691 | |
| 0.01 | 218 | 1.6% |
| 0.02 | 94 | 0.7% |
| 0.03 | 63 | 0.4% |
| 0.04 | 43 | 0.3% |
| 0.05 | 33 | 0.2% |
| 0.06 | 16 | 0.1% |
| 0.07 | 15 | 0.1% |
| 0.08 | 16 | 0.1% |
| 0.09 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 337 | |
| 0.99 | 33 | 0.2% |
| 0.98 | 30 | 0.2% |
| 0.97 | 19 | 0.1% |
| 0.96 | 15 | 0.1% |
| 0.95 | 9 | 0.1% |
| 0.94 | 10 | 0.1% |
| 0.93 | 8 | 0.1% |
| 0.92 | 6 | < 0.1% |
| 0.91 | 7 | < 0.1% |
server_reset_error_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.049172129 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 13215 |
| Zeros (%) | 94.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.33 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.21187079 |
|---|---|
| Coefficient of variation (CV) | 4.3087578 |
| Kurtosis | 15.690672 |
| Mean | 0.049172129 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1860566 |
| Sum | 690.18 |
| Variance | 0.044889233 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13215 | |
| 1 | 635 | 4.5% |
| 0.5 | 24 | 0.2% |
| 0.33 | 13 | 0.1% |
| 0.04 | 12 | 0.1% |
| 0.06 | 10 | 0.1% |
| 0.17 | 9 | 0.1% |
| 0.25 | 9 | 0.1% |
| 0.02 | 9 | 0.1% |
| 0.14 | 8 | 0.1% |
| Other values (30) | 92 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 13215 | |
| 0.02 | 9 | 0.1% |
| 0.03 | 8 | 0.1% |
| 0.04 | 12 | 0.1% |
| 0.05 | 6 | < 0.1% |
| 0.06 | 10 | 0.1% |
| 0.07 | 6 | < 0.1% |
| 0.08 | 8 | 0.1% |
| 0.09 | 2 | < 0.1% |
| 0.1 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 635 | |
| 0.85 | 1 | < 0.1% |
| 0.84 | 1 | < 0.1% |
| 0.83 | 3 | < 0.1% |
| 0.81 | 2 | < 0.1% |
| 0.8 | 3 | < 0.1% |
| 0.79 | 2 | < 0.1% |
| 0.76 | 1 | < 0.1% |
| 0.75 | 4 | < 0.1% |
| 0.74 | 1 | < 0.1% |
server_syn_error_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.037901111 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 13194 |
| Zeros (%) | 94.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.11 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.17924339 |
|---|---|
| Coefficient of variation (CV) | 4.7292383 |
| Kurtosis | 23.122098 |
| Mean | 0.037901111 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.9374306 |
| Sum | 531.98 |
| Variance | 0.032128191 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13194 | |
| 1 | 430 | 3.1% |
| 0.5 | 77 | 0.5% |
| 0.33 | 50 | 0.4% |
| 0.25 | 41 | 0.3% |
| 0.2 | 31 | 0.2% |
| 0.05 | 26 | 0.2% |
| 0.04 | 20 | 0.1% |
| 0.17 | 20 | 0.1% |
| 0.03 | 20 | 0.1% |
| Other values (27) | 127 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 13194 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 13 | 0.1% |
| 0.03 | 20 | 0.1% |
| 0.04 | 20 | 0.1% |
| 0.05 | 26 | 0.2% |
| 0.06 | 10 | 0.1% |
| 0.07 | 16 | 0.1% |
| 0.08 | 10 | 0.1% |
| 0.09 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 430 | |
| 0.95 | 4 | < 0.1% |
| 0.91 | 1 | < 0.1% |
| 0.89 | 1 | < 0.1% |
| 0.88 | 1 | < 0.1% |
| 0.78 | 1 | < 0.1% |
| 0.75 | 1 | < 0.1% |
| 0.67 | 4 | < 0.1% |
| 0.57 | 1 | < 0.1% |
| 0.53 | 1 | < 0.1% |
destination_bytes
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 3886 |
|---|---|
| Distinct (%) | 27.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4226.1101 |
| Minimum | 0 |
|---|---|
| Maximum | 5131424 |
| Zeros | 2728 |
| Zeros (%) | 19.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 72 |
| median | 346.5 |
| Q3 | 1924.25 |
| 95-th percentile | 12609 |
| Maximum | 5131424 |
| Range | 5131424 |
| Interquartile range (IQR) | 1852.25 |
Descriptive statistics
| Standard deviation | 68334.655 |
|---|---|
| Coefficient of variation (CV) | 16.169635 |
| Kurtosis | 4583.824 |
| Mean | 4226.1101 |
| Median Absolute Deviation (MAD) | 346.5 |
| Skewness | 63.618407 |
| Sum | 59317681 |
| Variance | 4.6696251 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2728 | 19.4% |
| 105 | 309 | 2.2% |
| 44 | 115 | 0.8% |
| 330 | 105 | 0.7% |
| 42 | 105 | 0.7% |
| 332 | 103 | 0.7% |
| 331 | 97 | 0.7% |
| 329 | 88 | 0.6% |
| 4 | 88 | 0.6% |
| 328 | 86 | 0.6% |
| Other values (3876) | 10212 |
| Value | Count | Frequency (%) |
| 0 | 2728 | |
| 1 | 1 | < 0.1% |
| 4 | 88 | 0.6% |
| 15 | 4 | < 0.1% |
| 17 | 7 | < 0.1% |
| 18 | 3 | < 0.1% |
| 24 | 2 | < 0.1% |
| 29 | 8 | 0.1% |
| 30 | 2 | < 0.1% |
| 31 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 5131424 | 1 | |
| 5129964 | 1 | |
| 1639484 | 1 | |
| 1593580 | 1 | |
| 1437092 | 1 | |
| 1281000 | 1 | |
| 954639 | 1 | |
| 646196 | 1 | |
| 646195 | 1 | |
| 558164 | 1 |
guest_login
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 109.8 KiB |
| 0 | |
|---|---|
| 1 | 171 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13865 | |
| 1 | 171 | 1.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 13865 | |
| 1 | 171 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13865 | |
| 1 | 171 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14036 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13865 | |
| 1 | 171 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14036 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13865 | |
| 1 | 171 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14036 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13865 | |
| 1 | 171 | 1.2% |
authentication_status
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 109.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 9561 | |
| 0 | 4475 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 9561 | |
| 0 | 4475 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 9561 | |
| 0 | 4475 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14036 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 9561 | |
| 0 | 4475 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14036 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 9561 | |
| 0 | 4475 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14036 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 9561 | |
| 0 | 4475 |
destination_host_count
Real number (ℝ)
High correlation 
| Distinct | 256 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 151.48625 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 43 |
| median | 168 |
| Q3 | 255 |
| 95-th percentile | 255 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 212 |
Descriptive statistics
| Standard deviation | 101.76511 |
|---|---|
| Coefficient of variation (CV) | 0.67177787 |
| Kurtosis | -1.6559092 |
| Mean | 151.48625 |
| Median Absolute Deviation (MAD) | 87 |
| Skewness | -0.23409611 |
| Sum | 2126261 |
| Variance | 10356.138 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 5674 | |
| 1 | 223 | 1.6% |
| 2 | 218 | 1.6% |
| 3 | 168 | 1.2% |
| 4 | 152 | 1.1% |
| 5 | 140 | 1.0% |
| 6 | 137 | 1.0% |
| 8 | 125 | 0.9% |
| 10 | 106 | 0.8% |
| 12 | 103 | 0.7% |
| Other values (246) | 6990 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 223 | |
| 2 | 218 | |
| 3 | 168 | |
| 4 | 152 | |
| 5 | 140 | |
| 6 | 137 | |
| 7 | 99 | |
| 8 | 125 | |
| 9 | 97 |
| Value | Count | Frequency (%) |
| 255 | 5674 | |
| 254 | 12 | 0.1% |
| 253 | 14 | 0.1% |
| 252 | 9 | 0.1% |
| 251 | 10 | 0.1% |
| 250 | 14 | 0.1% |
| 249 | 10 | 0.1% |
| 248 | 10 | 0.1% |
| 247 | 15 | 0.1% |
| 246 | 17 | 0.1% |
destination_reset_error_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.050431034 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 12461 |
| Zeros (%) | 88.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.46 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.20380937 |
|---|---|
| Coefficient of variation (CV) | 4.0413483 |
| Kurtosis | 15.656168 |
| Mean | 0.050431034 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1425404 |
| Sum | 707.85 |
| Variance | 0.041538261 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12461 | |
| 1 | 466 | 3.3% |
| 0.01 | 271 | 1.9% |
| 0.02 | 158 | 1.1% |
| 0.03 | 85 | 0.6% |
| 0.05 | 46 | 0.3% |
| 0.04 | 42 | 0.3% |
| 0.08 | 33 | 0.2% |
| 0.07 | 22 | 0.2% |
| 0.83 | 19 | 0.1% |
| Other values (88) | 433 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 12461 | |
| 0.01 | 271 | 1.9% |
| 0.02 | 158 | 1.1% |
| 0.03 | 85 | 0.6% |
| 0.04 | 42 | 0.3% |
| 0.05 | 46 | 0.3% |
| 0.06 | 8 | 0.1% |
| 0.07 | 22 | 0.2% |
| 0.08 | 33 | 0.2% |
| 0.09 | 14 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 466 | |
| 0.98 | 3 | < 0.1% |
| 0.97 | 2 | < 0.1% |
| 0.96 | 6 | < 0.1% |
| 0.95 | 5 | < 0.1% |
| 0.94 | 5 | < 0.1% |
| 0.93 | 5 | < 0.1% |
| 0.92 | 9 | 0.1% |
| 0.91 | 5 | < 0.1% |
| 0.9 | 8 | 0.1% |
different_server_rate
Real number (ℝ)
High correlation  Zeros 
| Distinct | 57 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.032923197 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 12652 |
| Zeros (%) | 90.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.08 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.15193195 |
|---|---|
| Coefficient of variation (CV) | 4.6147386 |
| Kurtosis | 28.079684 |
| Mean | 0.032923197 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.2909111 |
| Sum | 462.11 |
| Variance | 0.023083318 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12652 | |
| 1 | 230 | 1.6% |
| 0.06 | 219 | 1.6% |
| 0.01 | 190 | 1.4% |
| 0.07 | 105 | 0.7% |
| 0.67 | 88 | 0.6% |
| 0.5 | 84 | 0.6% |
| 0.05 | 73 | 0.5% |
| 0.6 | 49 | 0.3% |
| 0.02 | 41 | 0.3% |
| Other values (47) | 305 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 12652 | |
| 0.01 | 190 | 1.4% |
| 0.02 | 41 | 0.3% |
| 0.03 | 37 | 0.3% |
| 0.04 | 16 | 0.1% |
| 0.05 | 73 | 0.5% |
| 0.06 | 219 | 1.6% |
| 0.07 | 105 | 0.7% |
| 0.08 | 19 | 0.1% |
| 0.09 | 14 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 230 | |
| 0.96 | 1 | < 0.1% |
| 0.83 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.78 | 2 | < 0.1% |
| 0.77 | 1 | < 0.1% |
| 0.76 | 1 | < 0.1% |
| 0.75 | 11 | 0.1% |
| 0.69 | 1 | < 0.1% |
| 0.67 | 88 | 0.6% |
class
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 109.8 KiB |
| normal | |
|---|---|
| anomaly | 587 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.041821 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | anomaly |
|---|---|
| 2nd row | anomaly |
| 3rd row | anomaly |
| 4th row | anomaly |
| 5th row | anomaly |
Common Values
| Value | Count | Frequency (%) |
| normal | 13449 | |
| anomaly | 587 | 4.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 13449 | |
| anomaly | 587 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 14623 | |
| o | 14036 | |
| n | 14036 | |
| l | 14036 | |
| m | 14036 | |
| r | 13449 | |
| y | 587 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 84803 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 14623 | |
| o | 14036 | |
| n | 14036 | |
| l | 14036 | |
| m | 14036 | |
| r | 13449 | |
| y | 587 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 84803 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 14623 | |
| o | 14036 | |
| n | 14036 | |
| l | 14036 | |
| m | 14036 | |
| r | 13449 | |
| y | 587 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 84803 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 14623 | |
| o | 14036 | |
| n | 14036 | |
| l | 14036 | |
| m | 14036 | |
| r | 13449 | |
| y | 587 | 0.7% |
Interactions
Correlations
| authentication_status | class | compromised_count | connection_count | connection_status | connection_time | destination_bytes | destination_different_server_rate | destination_host_count | destination_host_server_count | destination_reset_error_rate | destination_same_server_rate | destination_same_source_port_rate | destination_server_different_host_rate | destination_server_reset_error_rate | destination_server_syn_error_rate | destination_syn_error_rate | different_server_rate | fragment_errors | guest_login | protocol | reset_error_rate | same_server_rate | server_different_host_rate | server_request_count | server_reset_error_rate | server_syn_error_rate | source_bytes | suspicious_activity | syn_error_rate | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| authentication_status | 1.000 | 0.286 | 0.000 | 0.551 | 0.416 | 0.113 | 0.016 | 0.214 | 0.282 | 0.401 | 0.284 | 0.387 | 0.275 | 0.195 | 0.276 | 0.232 | 0.223 | 0.215 | 0.033 | 0.075 | 0.739 | 0.307 | 0.333 | 0.220 | 0.484 | 0.302 | 0.219 | 0.000 | 0.055 | 0.216 |
| class | 0.286 | 1.000 | 0.000 | 0.441 | 0.720 | 0.082 | 0.000 | 0.157 | 0.170 | 0.393 | 0.144 | 0.445 | 0.080 | 0.126 | 0.170 | 0.748 | 0.726 | 0.095 | 0.114 | 0.013 | 0.132 | 0.146 | 0.707 | 0.091 | 0.125 | 0.137 | 0.697 | 0.025 | 0.000 | 0.684 |
| compromised_count | 0.000 | 0.000 | 1.000 | -0.087 | 0.013 | 0.184 | 0.114 | 0.077 | 0.003 | -0.104 | 0.087 | -0.087 | -0.029 | -0.051 | 0.116 | 0.109 | 0.116 | -0.020 | 0.000 | 0.000 | 0.000 | 0.008 | 0.019 | -0.056 | -0.098 | 0.006 | -0.008 | 0.060 | 0.154 | -0.004 |
| connection_count | 0.551 | 0.441 | -0.087 | 1.000 | 0.130 | -0.357 | -0.037 | -0.225 | 0.398 | 0.286 | -0.177 | 0.235 | -0.365 | -0.274 | -0.164 | 0.011 | -0.008 | 0.257 | 0.000 | 0.035 | 0.415 | -0.154 | -0.242 | -0.035 | 0.846 | -0.149 | 0.126 | -0.217 | -0.138 | 0.155 |
| connection_status | 0.416 | 0.720 | 0.013 | 0.130 | 1.000 | 0.136 | 0.055 | 0.063 | 0.086 | 0.123 | 0.317 | 0.137 | 0.050 | 0.165 | 0.315 | 0.316 | 0.296 | 0.053 | 0.000 | 0.026 | 0.109 | 0.366 | 0.217 | 0.052 | 0.026 | 0.345 | 0.359 | 0.028 | 0.009 | 0.409 |
| connection_time | 0.113 | 0.082 | 0.184 | -0.357 | 0.136 | 1.000 | -0.003 | 0.428 | 0.013 | -0.401 | 0.008 | -0.414 | 0.105 | -0.133 | 0.023 | 0.014 | 0.028 | 0.028 | 0.000 | 0.000 | 0.105 | -0.021 | -0.030 | -0.027 | -0.357 | -0.027 | -0.075 | 0.175 | 0.283 | -0.072 |
| destination_bytes | 0.016 | 0.000 | 0.114 | -0.037 | 0.055 | -0.003 | 1.000 | -0.511 | -0.168 | 0.559 | -0.183 | 0.504 | -0.208 | 0.183 | -0.119 | -0.083 | -0.111 | -0.334 | 0.000 | 0.000 | 0.000 | -0.269 | 0.330 | 0.115 | 0.089 | -0.240 | -0.118 | 0.371 | 0.121 | -0.160 |
| destination_different_server_rate | 0.214 | 0.157 | 0.077 | -0.225 | 0.063 | 0.428 | -0.511 | 1.000 | 0.200 | -0.845 | 0.037 | -0.939 | 0.097 | -0.317 | -0.055 | 0.166 | 0.244 | 0.375 | 0.021 | 0.066 | 0.201 | -0.036 | -0.379 | -0.163 | -0.377 | -0.043 | 0.109 | -0.003 | 0.090 | 0.159 |
| destination_host_count | 0.282 | 0.170 | 0.003 | 0.398 | 0.086 | 0.013 | -0.168 | 0.200 | 1.000 | -0.067 | -0.126 | -0.235 | -0.695 | -0.778 | -0.183 | -0.003 | 0.065 | 0.252 | 0.000 | 0.064 | 0.261 | -0.170 | -0.245 | -0.052 | 0.279 | -0.159 | 0.075 | -0.129 | -0.015 | 0.093 |
| destination_host_server_count | 0.401 | 0.393 | -0.104 | 0.286 | 0.123 | -0.401 | 0.559 | -0.845 | -0.067 | 1.000 | -0.125 | 0.862 | -0.245 | 0.244 | -0.056 | -0.183 | -0.240 | -0.385 | 0.028 | 0.251 | 0.211 | -0.088 | 0.396 | 0.211 | 0.455 | -0.073 | -0.117 | 0.101 | -0.119 | -0.171 |
| destination_reset_error_rate | 0.284 | 0.144 | 0.087 | -0.177 | 0.317 | 0.008 | -0.183 | 0.037 | -0.126 | -0.125 | 1.000 | -0.058 | 0.090 | 0.158 | 0.796 | -0.003 | 0.062 | -0.005 | 0.093 | 0.030 | 0.078 | 0.680 | -0.009 | -0.050 | -0.204 | 0.646 | -0.040 | -0.163 | 0.042 | -0.024 |
| destination_same_server_rate | 0.387 | 0.445 | -0.087 | 0.235 | 0.137 | -0.414 | 0.504 | -0.939 | -0.235 | 0.862 | -0.058 | 1.000 | -0.106 | 0.315 | 0.044 | -0.185 | -0.273 | -0.415 | 0.048 | 0.332 | 0.215 | 0.022 | 0.432 | 0.196 | 0.422 | 0.032 | -0.135 | 0.015 | -0.104 | -0.190 |
| destination_same_source_port_rate | 0.275 | 0.080 | -0.029 | -0.365 | 0.050 | 0.105 | -0.208 | 0.097 | -0.695 | -0.245 | 0.090 | -0.106 | 1.000 | 0.499 | 0.087 | -0.037 | -0.067 | -0.057 | 0.036 | 0.036 | 0.271 | 0.115 | 0.055 | -0.091 | -0.340 | 0.096 | -0.105 | 0.044 | -0.037 | -0.093 |
| destination_server_different_host_rate | 0.195 | 0.126 | -0.051 | -0.274 | 0.165 | -0.133 | 0.183 | -0.317 | -0.778 | 0.244 | 0.158 | 0.315 | 0.499 | 1.000 | 0.205 | 0.007 | -0.067 | -0.262 | 0.000 | 0.008 | 0.213 | 0.182 | 0.251 | 0.069 | -0.157 | 0.167 | -0.069 | 0.092 | -0.086 | -0.097 |
| destination_server_reset_error_rate | 0.276 | 0.170 | 0.116 | -0.164 | 0.315 | 0.023 | -0.119 | -0.055 | -0.183 | -0.056 | 0.796 | 0.044 | 0.087 | 0.205 | 1.000 | 0.037 | 0.014 | -0.012 | 0.000 | 0.065 | 0.086 | 0.714 | -0.002 | -0.045 | -0.185 | 0.688 | -0.031 | -0.189 | 0.054 | -0.024 |
| destination_server_syn_error_rate | 0.232 | 0.748 | 0.109 | 0.011 | 0.316 | 0.014 | -0.083 | 0.166 | -0.003 | -0.183 | -0.003 | -0.185 | -0.037 | 0.007 | 0.037 | 1.000 | 0.620 | 0.196 | 0.000 | 0.000 | 0.067 | -0.014 | -0.233 | -0.071 | -0.079 | -0.017 | 0.509 | -0.064 | -0.014 | 0.499 |
| destination_syn_error_rate | 0.223 | 0.726 | 0.116 | -0.008 | 0.296 | 0.028 | -0.111 | 0.244 | 0.065 | -0.240 | 0.062 | -0.273 | -0.067 | -0.067 | 0.014 | 0.620 | 1.000 | 0.235 | 0.000 | 0.002 | 0.075 | -0.019 | -0.274 | -0.077 | -0.125 | -0.021 | 0.553 | -0.069 | 0.022 | 0.604 |
| different_server_rate | 0.215 | 0.095 | -0.020 | 0.257 | 0.053 | 0.028 | -0.334 | 0.375 | 0.252 | -0.385 | -0.005 | -0.415 | -0.057 | -0.262 | -0.012 | 0.196 | 0.235 | 1.000 | 0.000 | 0.013 | 0.249 | 0.048 | -0.956 | -0.148 | -0.043 | 0.025 | 0.282 | -0.287 | -0.029 | 0.361 |
| fragment_errors | 0.033 | 0.114 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.028 | 0.093 | 0.048 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.050 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.132 |
| guest_login | 0.075 | 0.013 | 0.000 | 0.035 | 0.026 | 0.000 | 0.000 | 0.066 | 0.064 | 0.251 | 0.030 | 0.332 | 0.036 | 0.008 | 0.065 | 0.000 | 0.002 | 0.013 | 0.000 | 1.000 | 0.055 | 0.025 | 0.021 | 0.052 | 0.029 | 0.000 | 0.003 | 0.000 | 0.752 | 0.013 |
| protocol | 0.739 | 0.132 | 0.000 | 0.415 | 0.109 | 0.105 | 0.000 | 0.201 | 0.261 | 0.211 | 0.078 | 0.215 | 0.271 | 0.213 | 0.086 | 0.067 | 0.075 | 0.249 | 0.050 | 0.055 | 1.000 | 0.079 | 0.220 | 0.111 | 0.507 | 0.081 | 0.078 | 0.014 | 0.025 | 0.077 |
| reset_error_rate | 0.307 | 0.146 | 0.008 | -0.154 | 0.366 | -0.021 | -0.269 | -0.036 | -0.170 | -0.088 | 0.680 | 0.022 | 0.115 | 0.182 | 0.714 | -0.014 | -0.019 | 0.048 | 0.000 | 0.025 | 0.079 | 1.000 | -0.060 | -0.051 | -0.195 | 0.934 | -0.038 | -0.316 | -0.011 | -0.025 |
| same_server_rate | 0.333 | 0.707 | 0.019 | -0.242 | 0.217 | -0.030 | 0.330 | -0.379 | -0.245 | 0.396 | -0.009 | 0.432 | 0.055 | 0.251 | -0.002 | -0.233 | -0.274 | -0.956 | 0.012 | 0.021 | 0.220 | -0.060 | 1.000 | 0.151 | 0.080 | -0.040 | -0.327 | 0.280 | 0.028 | -0.410 |
| server_different_host_rate | 0.220 | 0.091 | -0.056 | -0.035 | 0.052 | -0.027 | 0.115 | -0.163 | -0.052 | 0.211 | -0.050 | 0.196 | -0.091 | 0.069 | -0.045 | -0.071 | -0.077 | -0.148 | 0.000 | 0.052 | 0.111 | -0.051 | 0.151 | 1.000 | 0.287 | -0.008 | -0.039 | 0.053 | -0.063 | -0.084 |
| server_request_count | 0.484 | 0.125 | -0.098 | 0.846 | 0.026 | -0.357 | 0.089 | -0.377 | 0.279 | 0.455 | -0.204 | 0.422 | -0.340 | -0.157 | -0.185 | -0.079 | -0.125 | -0.043 | 0.000 | 0.029 | 0.507 | -0.195 | 0.080 | 0.287 | 1.000 | -0.177 | 0.025 | -0.131 | -0.142 | -0.016 |
| server_reset_error_rate | 0.302 | 0.137 | 0.006 | -0.149 | 0.345 | -0.027 | -0.240 | -0.043 | -0.159 | -0.073 | 0.646 | 0.032 | 0.096 | 0.167 | 0.688 | -0.017 | -0.021 | 0.025 | 0.000 | 0.000 | 0.081 | 0.934 | -0.040 | -0.008 | -0.177 | 1.000 | -0.030 | -0.293 | -0.003 | -0.025 |
| server_syn_error_rate | 0.219 | 0.697 | -0.008 | 0.126 | 0.359 | -0.075 | -0.118 | 0.109 | 0.075 | -0.117 | -0.040 | -0.135 | -0.105 | -0.069 | -0.031 | 0.509 | 0.553 | 0.282 | 0.000 | 0.003 | 0.078 | -0.038 | -0.327 | -0.039 | 0.025 | -0.030 | 1.000 | -0.190 | -0.005 | 0.906 |
| source_bytes | 0.000 | 0.025 | 0.060 | -0.217 | 0.028 | 0.175 | 0.371 | -0.003 | -0.129 | 0.101 | -0.163 | 0.015 | 0.044 | 0.092 | -0.189 | -0.064 | -0.069 | -0.287 | 0.000 | 0.000 | 0.014 | -0.316 | 0.280 | 0.053 | -0.131 | -0.293 | -0.190 | 1.000 | 0.115 | -0.191 |
| suspicious_activity | 0.055 | 0.000 | 0.154 | -0.138 | 0.009 | 0.283 | 0.121 | 0.090 | -0.015 | -0.119 | 0.042 | -0.104 | -0.037 | -0.086 | 0.054 | -0.014 | 0.022 | -0.029 | 0.000 | 0.752 | 0.025 | -0.011 | 0.028 | -0.063 | -0.142 | -0.003 | -0.005 | 0.115 | 1.000 | -0.014 |
| syn_error_rate | 0.216 | 0.684 | -0.004 | 0.155 | 0.409 | -0.072 | -0.160 | 0.159 | 0.093 | -0.171 | -0.024 | -0.190 | -0.093 | -0.097 | -0.024 | 0.499 | 0.604 | 0.361 | 0.132 | 0.013 | 0.077 | -0.025 | -0.410 | -0.084 | -0.016 | -0.025 | 0.906 | -0.191 | -0.014 | 1.000 |
Missing values
Sample
| syn_error_rate | connection_time | destination_same_source_port_rate | destination_different_server_rate | connection_status | connection_count | destination_server_different_host_rate | suspicious_activity | protocol | server_different_host_rate | destination_server_syn_error_rate | destination_host_server_count | destination_same_server_rate | fragment_errors | compromised_count | source_bytes | service_type | destination_syn_error_rate | same_server_rate | reset_error_rate | server_request_count | destination_server_reset_error_rate | server_reset_error_rate | server_syn_error_rate | destination_bytes | guest_login | authentication_status | destination_host_count | destination_reset_error_rate | different_server_rate | class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.00 | 0 | 0.01 | 0.00 | SF | 2 | 0.0 | 2 | tcp | 0.00 | 0.0 | 87 | 1.00 | 0 | 1 | 54540 | http | 0.0 | 1.00 | 0.00 | 2 | 0.01 | 0.00 | 0.00 | 8314 | 0 | 1 | 87 | 0.01 | 0.00 | anomaly |
| 1 | 1.00 | 0 | 0.00 | 0.07 | S0 | 242 | 0.0 | 0 | tcp | 0.00 | 1.0 | 6 | 0.02 | 0 | 0 | 0 | link | 1.0 | 0.02 | 0.00 | 6 | 0.00 | 0.00 | 1.00 | 0 | 0 | 0 | 255 | 0.00 | 0.07 | anomaly |
| 2 | 1.00 | 0 | 0.00 | 0.08 | S0 | 234 | 0.0 | 0 | tcp | 0.00 | 1.0 | 12 | 0.05 | 0 | 0 | 0 | bgp | 1.0 | 0.07 | 0.00 | 16 | 0.00 | 0.00 | 1.00 | 0 | 0 | 0 | 255 | 0.00 | 0.06 | anomaly |
| 3 | 1.00 | 0 | 0.00 | 0.08 | S0 | 140 | 0.0 | 0 | tcp | 0.00 | 1.0 | 1 | 0.00 | 0 | 0 | 0 | ctf | 1.0 | 0.01 | 0.00 | 1 | 0.00 | 0.00 | 1.00 | 0 | 0 | 0 | 255 | 0.00 | 0.06 | anomaly |
| 4 | 1.00 | 0 | 0.00 | 0.07 | S0 | 126 | 0.0 | 0 | tcp | 0.00 | 1.0 | 11 | 0.04 | 0 | 0 | 0 | iso_tsap | 1.0 | 0.09 | 0.00 | 11 | 0.00 | 0.00 | 1.00 | 0 | 0 | 0 | 255 | 0.00 | 0.06 | anomaly |
| 5 | 0.00 | 0 | 0.57 | 0.04 | SF | 511 | 0.0 | 0 | icmp | 0.00 | 0.0 | 145 | 0.57 | 0 | 0 | 1032 | ecr_i | 0.0 | 1.00 | 0.00 | 511 | 0.00 | 0.00 | 0.00 | 0 | 0 | 0 | 255 | 0.00 | 0.00 | anomaly |
| 6 | 0.95 | 0 | 0.02 | 0.05 | S0 | 22 | 0.0 | 0 | tcp | 0.22 | 1.0 | 28 | 0.11 | 0 | 0 | 0 | http | 1.0 | 0.36 | 0.05 | 9 | 0.00 | 0.11 | 0.89 | 0 | 0 | 0 | 255 | 0.00 | 0.23 | anomaly |
| 7 | 1.00 | 0 | 0.00 | 0.06 | S0 | 208 | 0.0 | 0 | tcp | 0.00 | 1.0 | 8 | 0.03 | 0 | 0 | 0 | private | 1.0 | 0.04 | 0.00 | 8 | 0.00 | 0.00 | 1.00 | 0 | 0 | 0 | 255 | 0.00 | 0.06 | anomaly |
| 8 | 0.00 | 0 | 1.00 | 0.00 | SF | 1 | 0.5 | 0 | icmp | 1.00 | 0.0 | 22 | 1.00 | 0 | 0 | 8 | eco_i | 0.0 | 1.00 | 0.00 | 5 | 0.00 | 0.00 | 0.00 | 0 | 0 | 0 | 2 | 0.00 | 0.00 | anomaly |
| 9 | 0.00 | 0 | 0.00 | 0.06 | REJ | 147 | 0.0 | 0 | tcp | 0.00 | 0.0 | 18 | 0.07 | 0 | 0 | 0 | ldap | 0.0 | 0.12 | 1.00 | 18 | 1.00 | 1.00 | 0.00 | 0 | 0 | 0 | 255 | 1.00 | 0.05 | anomaly |
| syn_error_rate | connection_time | destination_same_source_port_rate | destination_different_server_rate | connection_status | connection_count | destination_server_different_host_rate | suspicious_activity | protocol | server_different_host_rate | destination_server_syn_error_rate | destination_host_server_count | destination_same_server_rate | fragment_errors | compromised_count | source_bytes | service_type | destination_syn_error_rate | same_server_rate | reset_error_rate | server_request_count | destination_server_reset_error_rate | server_reset_error_rate | server_syn_error_rate | destination_bytes | guest_login | authentication_status | destination_host_count | destination_reset_error_rate | different_server_rate | class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14026 | 0.0 | 0 | 0.00 | 0.00 | SF | 15 | 0.00 | 0 | tcp | 0.15 | 0.0 | 255 | 1.00 | 0 | 0 | 193 | http | 0.00 | 1.0 | 0.0 | 20 | 0.0 | 0.0 | 0.00 | 2408 | 0 | 1 | 255 | 0.00 | 0.0 | normal |
| 14027 | 0.0 | 0 | 0.33 | 0.00 | SF | 3 | 0.04 | 0 | tcp | 0.60 | 0.0 | 255 | 1.00 | 0 | 0 | 252 | http | 0.00 | 1.0 | 0.0 | 5 | 0.0 | 0.0 | 0.00 | 6160 | 0 | 1 | 3 | 0.00 | 0.0 | normal |
| 14028 | 0.0 | 0 | 0.01 | 0.02 | SF | 1 | 0.00 | 0 | udp | 0.00 | 0.0 | 84 | 0.87 | 0 | 0 | 105 | private | 0.00 | 1.0 | 0.0 | 1 | 0.0 | 0.0 | 0.00 | 146 | 0 | 0 | 97 | 0.00 | 0.0 | normal |
| 14029 | 0.0 | 0 | 1.00 | 0.00 | SF | 1 | 0.01 | 0 | udp | 0.00 | 0.0 | 201 | 1.00 | 0 | 0 | 39 | domain_u | 0.00 | 1.0 | 0.0 | 1 | 0.0 | 0.0 | 0.00 | 99 | 0 | 0 | 58 | 0.00 | 0.0 | normal |
| 14030 | 0.0 | 10 | 1.00 | 0.00 | SF | 1 | 0.86 | 0 | tcp | 0.00 | 0.0 | 7 | 1.00 | 0 | 0 | 139 | telnet | 0.00 | 1.0 | 0.0 | 1 | 0.0 | 0.0 | 0.00 | 2257 | 0 | 1 | 1 | 0.00 | 0.0 | normal |
| 14031 | 0.0 | 0 | 0.12 | 0.07 | SF | 1 | 0.07 | 0 | tcp | 0.00 | 0.0 | 27 | 0.12 | 0 | 0 | 748 | ftp_data | 0.00 | 1.0 | 0.0 | 1 | 0.0 | 0.0 | 0.00 | 0 | 0 | 0 | 58 | 0.00 | 0.0 | normal |
| 14032 | 0.0 | 0 | 0.00 | 0.00 | SF | 19 | 0.00 | 0 | tcp | 0.00 | 0.0 | 255 | 1.00 | 0 | 0 | 293 | http | 0.00 | 1.0 | 0.0 | 19 | 0.0 | 0.0 | 0.00 | 2486 | 0 | 1 | 255 | 0.00 | 0.0 | normal |
| 14033 | 0.0 | 29 | 0.00 | 0.02 | SF | 1 | 0.00 | 6 | tcp | 0.00 | 0.0 | 60 | 0.24 | 0 | 0 | 329 | ftp | 0.00 | 1.0 | 0.0 | 1 | 0.1 | 0.0 | 0.00 | 1063 | 1 | 1 | 255 | 0.03 | 0.0 | normal |
| 14034 | 0.0 | 1 | 0.08 | 0.17 | SF | 1 | 0.00 | 0 | tcp | 1.00 | 0.0 | 11 | 0.92 | 0 | 0 | 2896 | smtp | 0.00 | 1.0 | 0.0 | 3 | 0.0 | 0.0 | 0.00 | 333 | 0 | 1 | 12 | 0.00 | 0.0 | normal |
| 14035 | 0.5 | 0 | 0.01 | 0.00 | S1 | 2 | 0.01 | 0 | tcp | 0.06 | 0.0 | 255 | 1.00 | 0 | 0 | 339 | http | 0.01 | 1.0 | 0.0 | 33 | 0.0 | 0.0 | 0.03 | 14600 | 0 | 1 | 173 | 0.01 | 0.0 | normal |